Photo Collage Maker,Free of ad
78
Quality Score
Strong
Photo Collage Maker,Free of ad
High confidence
✍️ bumetric analysis
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Photo Collage Maker,Free of ad is an iOS app from PlusMinusOne, Inc. in the Photo & Video category, currently rated 4.5★ across 48,207 ratings. Initial signal reads as mostly critical sentiment so far: users flag rough edges and unmet expectations.
Quality Score is 78: Strong (healthy traction). For a Photo & Video app, that means healthy traction. The full BU Investment Matrix below scores 8 dimensions including monetisation, growth, and operational risk.
Track changes month-over-month in the Performance section below: live snapshot history and revenue forecast included.
💰 Monthly revenue · now vs forecast
● Right now
$25.1K
per month
→
12-mo forecast
$26.0K – $54.4K
per month
→
24-mo forecast
$32.2K – $96.5K
per month
MID tier
💡 Grow this revenue
Free AI audit of this app’s store listing
- Title & subtitle keyword fit
- Description hook & conversion structure
- Screenshots, ratings, reviews strategy
Typical impact: +2-5× organic installs
📊 Performance Tracking LIVE
Loading…
Rating
—
Reviews
—
Forecast Revenue / mo
—
Snapshots tracked
0
since first record
ONE-TIME · BUILD
💰 Estimated build cost
$115K
↳ What it cost to build · not monthly revenue
Likely range $85K – $155K
$25K · MVP floor
$100K · indie scale
$500K+ · studio build
📈
Pays back in ~5 months at current MRR
Synthetic estimate. Inputs: category complexity, file size, screen count, monetization layer, platform reach, age × team-size proxy. Calibrated against 2024-2026 indie-agency rate surveys. Full math + source list on /methodology.
Where the money goes
| 🧱 MVP baseline (design + 1-store ship) | +$28K |
| 📱 5 unique screens × $4.5K | +$22K |
| 📦 Asset bundle (108 MB) | +$23K |
| ⚙ Photo & Video complexity ×1.55 | +$40K |
Total estimate
$115K
ONE-TIME · EXIT VALUE
💵 Estimated acquisition value
$400K
↳ What it would sell for · not monthly revenue
Marketplace range $300K – $500K · 16× MRR multiple
💸
~3.5× return on build cost
Synthetic estimate. Multiple band derived from ad-supported + age, rating quality, category demand, and user-base maturity. Calibrated against 2024-2026 indie-app-marketplace closed-deal medians. Full math + comparable deal list on /methodology.
How the multiple was built
| 📺 Ad-supported base | 15× MRR |
| ⭐ ★ rating ≥ 4.4 (solid) | +8% |
Final multiple
16× MRR
👥 Estimated audience size
6.7M
Lifetime downloads (US-equivalent)
Monthly active
1.2M
Daily active
360K
Synthetic estimate from ratings × category benchmarks. Calibrated against 2024-2026 mobile-attribution retention + DAU/MAU reports. Numbers are US-storefront-equivalent — true global audience can be 5-10× larger for international apps. Full math + source list on /methodology.
How we sized it
| 📲 Photo & Video engagement | ~140 installs / rating |
| 🔁 Photo & Video D30 retention | 18% |
| 📍 DAU / MAU stickiness | 0.30 |
DAU / MAU
30% sticky
🔬
How we forecast this revenue
MEDIUM CONFIDENCEBaseline
$25.1K/mo · ML-estimated from 234 triggers
Growth rate
+4.0% MoM · MID tier baseline (compound monthly)
6 months
$23.8K – $39.7K
12 months
$26.0K – $54.4K
24 months
$32.2K – $96.5K
Compound growth at +4.0% MoM (tier baseline for MID). Range widens with horizon — typical noise band ±25% at 6mo.. Ranges widen with horizon — distant futures carry more uncertainty.
📊
BU Investment Matrix
Below median · 47/100MID TIERunderperforming peersGrowth Velocity
5.0
Founder Strength
6.0
Product Quality
8.9
Revenue Strength
4.4
Monetization Maturity
1.0
Defensibility
5.2
Market Position
0.0
Operational Safety
7.0
- 💰 Revenue: Modest — $17K - $37K/mo · MID tier · medium confidence, trajectory unclear.
- ⭐ Quality: 4.47★ across 48,207 reviews — strong (top 10%).
- 📍 Market: Not yet charting in any of the 9 monitored markets.
- 📈 Growth: ⚠ last update 543d ago — possibly dormant.
- ⚠️ Risk: Moderate — dormant (543d since update).
🎯 For competitors: Mixed picture. Worth competing if you have a clear UX or pricing edge — otherwise crowded segment.
💵 For acquirers: Estimated asking range 18-32× monthly = $451K-$802K.
Composite of 8 dimensions computed deterministically from public signals — no LLM, every score traces back to a measurable input. Default weights shown; "compete" / "acquire" / "invest" lenses re-weight without re-fetching.
Range:
💰 Forecast Revenue / mo
MODELRevenue forecast computed from BU's 234 trigger model on each snapshot. Calibrated against ground-truth from 58 verified-revenue apps.
🔬Forecast Breakdown — Why This Estimate?Top 10 of 10 triggers
Our ML model uses 200+ signals from public data. These are the most influential for this app:
| Mid install base (48,207 ratings)METRIC | +$5,500 | |
| Paid app ($0.00)METRIC | +$2,800 | |
| 5 starREVIEW | +$1,800 | |
| cancelledREVIEW | −$1,500 | |
| slowREVIEW | −$1,200 | |
| annoying adsREVIEW | −$1,100 | |
| too expensiveREVIEW | −$1,000 | |
| Good rating (4.5★)METRIC | +$800 | |
| Established app (6y old)METRIC | +$800 | |
| Single-language (English only)METRIC | −$400 |
METRIC = structural app data · REVIEW = mined from user reviews · ✓ VERIFIED = Stripe-verified anchor (TrustMRR)
📈 Reviews Growth
LIVECumulative review count from first BU snapshot. Each point = a tracked update.
⭐ Rating Trend
LIVEAverage rating evolution. Updates with each new review batch.
🆕 What's New · v6.5.13
We fixed some bugs and made performance improvements.
Profile & Insights
Everything we know — and don't — about this app and its company.
Identification
- App name
- Photo Collage Maker,Free of ad
- Developer
- PlusMinusOne, Inc.
- Bundle ID
- com.appgrow.cute.collage.maker
- App Store URL
- Open in App Store
- Category
- Photo & Video
- Content rating
- 4+
- Languages
- EN
Company
- Website
- Not found
- Tagline
- Today
- Description
- Find apps and games for iPhone, iPad, Mac, and more on the App Store.
- Founded
- Not found
- HQ / Address
- Not found
- Employees
- Not found
- Logo
- Available
Revenue
- Verified revenue / mo
- Not found
- AI revenue estimate / mo
- Not found
- AI annual estimate
- Not found
- ML model estimate / mo
- $25.1K/mo
- Top-grossing rank
- Outside top 100 in US Photo & Video
- All-time revenue
- Not found
- Pricing
- Not found
Founder
Founder data not yet collected for this app.
Funding
Funding data not yet collected for this app.
Press & Links
Press & Links data not yet collected for this app.
Contacts & Socials
Contacts & Socials data not yet collected for this app.
📈Ratings growth48,207 ratings+50% lifetimeShow 3-year history estimate ▾
Tracked (56 weeks) Pre-tracking estimate (37 weeks) · model-based, ±5% noise · anchored to release date and current value
🌍Geographic ReachNot ranked
This app is currently outside the top 100 grossing in all 9 countries we monitor (US, UK, DE, FR, JP, CA, AU, BR, IN). Niche or new apps often launch this way — popularity rankings appear once daily revenue clears the regional threshold.
Profile is built from iTunes Lookup + developer site scrape + ML revenue model. Empty fields show "Not found" — additional sources (Crunchbase, X, IndieHackers, Acquire.com) coming.
📝 About this app
Download Cute Collage, All-In-one photo collage maker & photo editor to create the most unique collages, stories, wallpapers and flyers!
Get C-R-E-A-T-I-V-E with No.1 collage maker app, Cute Collage! Edit & collage your awesome photos any way you like with the best Do-It-All Collection of layouts, effects, tools!
◉ DARE TO CREATE UNIQUE COLLAGES?
Unleash your creativity and create perfect pic collages with 10000+ completely Free photo grids, effects, stickers, fonts & background patterns.… View full description on the official store →
Get C-R-E-A-T-I-V-E with No.1 collage maker app, Cute Collage! Edit & collage your awesome photos any way you like with the best Do-It-All Collection of layouts, effects, tools!
◉ DARE TO CREATE UNIQUE COLLAGES?
Unleash your creativity and create perfect pic collages with 10000+ completely Free photo grids, effects, stickers, fonts & background patterns.… View full description on the official store →
App Specs
🔐 Own this app? Claim & verify MRR →💾 108 MB🔞 4+📱 iOS 14.0+🔖 v6.5.13🔄 updated 0d ago🌐 EN📂 Photo & Video💰 Free
📅
What Worked™ · Development Pipeline
8 EVENTS TRACKEDDetected changes in this app over its tracked lifetime — each event links cause (what changed) to effect (what moved). Sorted newest first.See full history →Version history →
2026-05
🔄
Monetization changed: paid → free
2026-03
⭐
Rating ↑ 1.36 → 4.50 (improved 3.14★)
2026-03
📈
Crossed 1,000 ratings — social-proof flywheel kicking in
2026-03
📈
Crossed 500 ratings — social-proof flywheel kicking in
2021-09
📈
Crossed 100 ratings — social-proof flywheel kicking in
2021-03
📈
Crossed 50 ratings — social-proof flywheel kicking in
2020-11
📈
Crossed 10 ratings — social-proof flywheel kicking in
2020-11
🚀
First tracked snapshot — initial data captured
🔎
ASO Keyword Positions
BEST RANK #30Ranked for 1 App Store search query in our last keyword sweep. Lower position = closer to the top.
collage maker·#30🇺🇸
Last sweep: 2026-05-19 · iTunes Search API
🔔
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📝 Description
95
BU Score · Transcendent
Full revenue analysis
Read the article-style breakdown for Photo Collage Maker,Free of ad: category rank, percentile, growth signal, comparable apps, and how the forecast is calibrated against verified-MRR anchors in this niche.
More by PlusMinusOne, Inc.
View all →📦 Portfolio summaryINDIE studio
3apps·$21K/mocombined
⚠ Concentrated — top app contributes 87% of combined revenue (single-app dependency)
Similar apps in Photo & Video
About this analysis
Why high confidence: 48,207 ratings · no founder-verified revenue (model estimate only).
❓ Frequently Asked Questions
4 answers · auto-generated from this app's public dataHow much does Photo Collage Maker,Free of ad make per month?▴
Based on our ML-calibrated revenue forecast, Photo Collage Maker,Free of ad earns approximately $25K/mo. This is a US-storefront-equivalent estimate; global revenue can be several times larger for internationally-distributed apps. See the methodology page for the full formula and confidence bands.
What apps are like Photo Collage Maker,Free of ad?▴
Browse the full Photo & Video category catalog to find similar apps with revenue, build cost, audience and tech stack data. Each /p/{slug} page also shows a Compare side-by-side widget with three peer apps from the same niche.
Who makes Photo Collage Maker,Free of ad?▴
Photo Collage Maker,Free of ad is published by PlusMinusOne, Inc. on the Apple App Store. See the full publisher portfolio (other apps by the same developer) via the More by developer block on the product page above.
What is Photo Collage Maker,Free of ad's BU Score?▴
Photo Collage Maker,Free of ad has a BU Score of 78/100 (Strong). The score combines App Store rating, ratings count, monetization model and revenue signals calibrated against founder-verified MRR anchors. See the BU Score formula.